{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Steepest Descent"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 1,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "import numpy as np\n",
        "import numpy.linalg as la\n",
        "\n",
        "import scipy.optimize as sopt\n",
        "\n",
        "import matplotlib.pyplot as pt\n",
        "from mpl_toolkits.mplot3d import axes3d"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Here's a function. It's an oblong bowl made of two quadratic functions.\n",
        "\n",
        "This is pretty much the easiest 2D optimization job out there."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "def f(x):\n",
        "    return 0.5*x[0]**2 + 2.5*x[1]**2\n",
        "\n",
        "def df(x):\n",
        "    return np.array([x[0], 5*x[1]])"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Let's take a look at the function. First in 3D:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "collapsed": false
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<mpl_toolkits.mplot3d.art3d.Poly3DCollection at 0x7fe793b39ef0>"
            ]
          },
          "execution_count": 3,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "fig = pt.figure()\n",
        "ax = fig.gca(projection=\"3d\")\n",
        "\n",
        "xmesh, ymesh = np.mgrid[-2:2:50j,-2:2:50j]\n",
        "fmesh = f(np.array([xmesh, ymesh]))\n",
        "ax.plot_surface(xmesh, ymesh, fmesh)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "And then as a \"contour plot\":"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 4,
      "metadata": {
        "collapsed": false
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "<matplotlib.contour.QuadContourSet at 0x7fe791883be0>"
            ]
          },
          "execution_count": 4,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "pt.axis(\"equal\")\n",
        "pt.contour(xmesh, ymesh, fmesh)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, initialize steepest descent with a starting guess:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 319,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "guesses = [np.array([2, 2./5])]"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Next, run Steepest Descent:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 356,
      "metadata": {
        "collapsed": false
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "[ 6.10454625e-07 -1.22090963e-07]\n"
          ]
        }
      ],
      "source": [
        "x = guesses[-1]\n",
        "s = -df(x)\n",
        "\n",
        "def f1d(alpha):\n",
        "    return f(x + alpha*s)\n",
        "\n",
        "alpha_opt = sopt.golden(f1d)\n",
        "next_guess = x + alpha_opt * s\n",
        "guesses.append(next_guess)\n",
        "\n",
        "print(next_guess)"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Here's some plotting code to illustrate what just happened:"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 357,
      "metadata": {
        "collapsed": false
      },
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[<matplotlib.lines.Line2D at 0x7fe78a5a62e8>]"
            ]
          },
          "execution_count": 357,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 648x648 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "pt.figure(figsize=(9, 9))\n",
        "pt.axis(\"equal\")\n",
        "pt.contour(xmesh, ymesh, fmesh, 50)\n",
        "it_array = np.array(guesses)\n",
        "pt.plot(it_array.T[0], it_array.T[1], \"x-\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 358,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "0 2.039607805437114\n",
            "1 1.3597385362818037\n",
            "2 0.9064923598953564\n",
            "3 0.6043282354184075\n",
            "4 0.402885493365651\n",
            "5 0.268590327422494\n",
            "6 0.1790602196535349\n",
            "7 0.11937347850578087\n",
            "8 0.07958231961357493\n",
            "9 0.05305487971599619\n",
            "10 0.03536991972494859\n",
            "11 0.023579946499640153\n",
            "12 0.0157199643742649\n",
            "13 0.01047997619145283\n",
            "14 0.006986650869603477\n",
            "15 0.004657767182597052\n",
            "16 0.00310517817085647\n",
            "17 0.0020701187313361103\n",
            "18 0.0013800791942763257\n",
            "19 0.0009200527639282007\n",
            "20 0.0006133685351837453\n",
            "21 0.0004089123383293087\n",
            "22 0.00027260823928739256\n",
            "23 0.00018173881650443178\n",
            "24 0.0001211592177181258\n",
            "25 8.077280684766319e-05\n",
            "26 5.3848541322305716e-05\n",
            "27 3.589902516077526e-05\n",
            "28 2.393268515749757e-05\n",
            "29 1.595512232752962e-05\n",
            "30 1.0636748894671809e-05\n",
            "31 7.0911654939472895e-06\n",
            "32 4.727443954112351e-06\n",
            "33 3.1516290931456465e-06\n",
            "34 2.101086219381249e-06\n",
            "35 1.4007240373068642e-06\n",
            "36 9.33816096573883e-07\n",
            "37 6.22544015961566e-07\n"
          ]
        }
      ],
      "source": [
        "for i, guess in enumerate(guesses):\n",
        "    print(i, la.norm(guess, 2))"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Adding in \"momentum\" / the \"heavy ball\" method\n",
        "\n",
        "Steepest descent with added \"momentum\" term:\n",
        "\n",
        "$$x_{k+1} = x_k - \\alpha \\nabla f(x_k) \\color{red}{+ \\beta (x_{k}-x_{k-1})}$$"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 285,
      "metadata": {},
      "outputs": [],
      "source": [
        "guesses = [np.array([2, 2./5])]\n",
        "\n",
        "# beta = 0.01\n",
        "beta = 0.1\n",
        "# beta = 0.5\n",
        "# beta = 1"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "Explore different choices of the \"momentum parameter\" $\\beta$ above."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 312,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "[8.71963591e-08 1.00428680e-07]\n"
          ]
        }
      ],
      "source": [
        "x = guesses[-1]\n",
        "s = -df(x)\n",
        "\n",
        "def f1d(alpha):\n",
        "    return f(x + alpha*s)\n",
        "\n",
        "alpha_opt = sopt.golden(f1d)\n",
        "next_guess = x + alpha_opt * s\n",
        "\n",
        "if len(guesses) >= 2:\n",
        "    next_guess = next_guess + beta * (guesses[-1] - guesses[-2])\n",
        "\n",
        "guesses.append(next_guess)\n",
        "\n",
        "print(next_guess)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 317,
      "metadata": {},
      "outputs": [
        {
          "data": {
            "text/plain": [
              "[<matplotlib.lines.Line2D at 0x7fe78a78c048>]"
            ]
          },
          "execution_count": 317,
          "metadata": {},
          "output_type": "execute_result"
        },
        {
          "data": {
            "image/png": 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\n",
            "text/plain": [
              "<Figure size 648x648 with 1 Axes>"
            ]
          },
          "metadata": {
            "needs_background": "light"
          },
          "output_type": "display_data"
        }
      ],
      "source": [
        "pt.figure(figsize=(9, 9))\n",
        "pt.axis(\"equal\")\n",
        "pt.contour(xmesh, ymesh, fmesh, 50)\n",
        "it_array = np.array(guesses)\n",
        "pt.plot(it_array.T[0], it_array.T[1], \"x-\")"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 315,
      "metadata": {},
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "0 2.039607805437114\n",
            "1 1.3597385362818037\n",
            "2 0.8296957665641046\n",
            "3 0.41785029923493805\n",
            "4 0.24532582175768264\n",
            "5 0.10508154968346078\n",
            "6 0.059791922016322774\n",
            "7 0.015328144502394192\n",
            "8 0.006032673968378717\n",
            "9 0.0014933302414913351\n",
            "10 0.0005424642572479524\n",
            "11 0.00047936890761598815\n",
            "12 0.0003323789236199735\n",
            "13 2.406707379103359e-05\n",
            "14 4.320675845534447e-05\n",
            "15 1.3649136343804876e-05\n",
            "16 5.333125657925825e-06\n",
            "17 2.656196917967379e-06\n",
            "18 1.2987876444411142e-06\n",
            "19 6.899983272977852e-07\n",
            "20 3.833795500074894e-07\n",
            "21 1.3300046913355573e-07\n"
          ]
        }
      ],
      "source": [
        "for i, guess in enumerate(guesses):\n",
        "    print(i, la.norm(guess, 2))"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": []
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.7.3rc1"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 2
}